A comparative analysis of machine learning approaches to predict C. difficile infection in hospitalized patients
Saarang Panchavati, Nicole S. Zelin, Anurag Garikipati, Emily Pellegrini, Zohora Iqbal, Gina Barnes, Jana Hoffman, Jacob Calvert, Qingqing Mao, Ritankar Das
Topics & Concepts
MedicineMachine learningReceiver operating characteristicArtificial intelligenceArtificial neural networkDiagnostic odds ratioPsychological interventionOddsOdds ratioEmergency medicineLogistic regressionComputer scienceInternal medicineNursingClostridium difficile and Clostridium perfringens researchAntibiotic Use and ResistanceNosocomial Infections in ICU